Intelligent Insights
door Praveen Ravi
Nieuwste aflevering
From Demo to Production: Where Should AI Reasoning Happen?
From Demo to Production: Where Should AI Reasoning Happen?
Over deze podcast
Welcome to Intelligent Insights, the podcast where we explore the latest advancements in artificial intelligence, machine learning, and data science. Join us as we dive deep into the world of Retrieval-Augmented Generation (RAG), language models, and cutting-edge AI applications transforming industries from education to technology. Whether you're an AI enthusiast, tech professional, or just curious about the future of intelligent systems, Intelligent Insights brings you clear explanations, expert interviews, and practical insights to help you stay informed and inspired.
Afleveringen
De nieuwste 20 van 34 afleveringen
- From Demo to Production: Where Should AI Reasoning Happen? · 19 minGartner expects about 40% of agentic AI projects to be canceled by 2027. Only around 17% of organizations have actually deployed agents, even though more than 60% plan to. This…
- Reasoning Is Expensive. Execution Should Be Cheap · 19 minAI agents can plan, re-plan, call tools, reflect, and keep reasoning. That flexibility is powerful—but every reasoning step costs money. In Part 2 of Enterprise AI in Production…
- AI Should Discover. Deterministic Systems Should Execute. · 18 minAgentic AI can look impressive in a demo. Production is where the difficult questions begin. Can the system be audited? Can its decisions be reproduced? What happens when the…
- Mastering Agent Loops · 18 minAI agent loops are becoming one of the most important design patterns in modern software development. Instead of using AI only as a chat assistant, teams are now experimenting…
- Architecting Agentic AI · 24 minAutonomous AI agents are moving beyond simple chat interfaces and experimental demos. But how should we actually design them for real-world systems? In this episode of…
- The Invisible AI Agent Traps: When Cybersecurity Becomes Reality Protection · 21 minIn this episode of Intelligent Insights, we explore a new class of cybersecurity risks emerging with autonomous AI agents. Traditional security focuses on protecting networks…
- Inside Claude Code: The Architecture of Modern AI Agents · 19 minWhat actually powers modern AI coding agents like Claude Code? In this episode of Intelligent Insights, we take a deep technical dive into the architectural foundations of…
- Why intelligence is only a fraction of modern AI systems · 22 minWe often think of AI as intelligence — models that reason, generate, and decide. But in real-world systems, intelligence is only a small part of the story. In this episode, we…
- Beyond LLMs: Transformers and the Rise of Neuro-Symbolic Intelligence · 21 minAI is evolving beyond pure deep learning. In this episode, we explore how Transformers revolutionized machine intelligence and how Neuro-Symbolic AI may define the next wave. A…
- Why AI Targets High-Paid Professionals - The Real Labor Market Shift · 21 minArtificial Intelligence is transforming the global labor market - but not in the way most people expect. Instead of triggering a mass job apocalypse, AI is driving a structural…
- Agent Skills: The New Way AI Becomes Specialized · 16 minAnthropic’s Agent Skills introduce a smarter way for AI agents to load knowledge only when it’s needed. Using progressive disclosure, agents stay token-efficient while gaining…
- Clawdbot (aka Moltbot): Agentic AI, Local Power, and the Risks of Autonomy · 15 minClawdbot (now Moltbot) is a powerful local-first, open-source agentic AI assistant that runs on your own hardware and can act across emails, messages, and system commands. In…
- From Pilot to Production: Why Enterprise AI Fails and How to Scale It Right · 18 minMost AI initiatives don’t fail because the models are weak - they fail because organizations never design for reality. In this episode of Intelligent Insights, we unpack why 80…
- SLMs vs LLMs: Building Faster, Cheaper, and More Private AI Systems · 17 minDo you really need a trillion-parameter model to solve enterprise problems? In this episode, we unpack why Small Language Models (SLMs) are gaining momentum across enterprise AI…
- AI in 2026: Six Trends That Will Decide What Actually Works · 16 minAI is entering a new phase. In 2026, the conversation is no longer about basic automation or copilots - it’s about agentic AI: autonomous systems that reason, decide, and execute…
- Hindsight: Teaching AI to Remember, Reflect, and Stay Consistent · 12 minHow can AI remember without losing clarity or consistency? In this episode, we explore Hindsight, a structured memory architecture that enables AI agents to retain facts, track…
- AI Agents in Production: What Really Works · 16 minHow are AI agents actually being used in the real world? In this episode of Intelligent Insights, we break down insights from Measuring Agents in Production (MAP) — a large study…
- The AI Bubble: Hype, Hope, or Hard Reality? · 16 minIs artificial intelligence the next dot-com crash waiting to happen - or are we entering a true new era of innovation? In this episode of Intelligent Insights, Praveen dives into…
- AI and the Career Ladder: Are Entry-Level Jobs Disappearing? · 13 minArtificial Intelligence is transforming the workplace—but what does that mean for careers? In this episode of Intelligent Insights, we explore how AI is reshaping the traditional…
- Context Engineering: The Backbone of Next-Gen AI Systems · 21 minArtificial Intelligence is no longer just about bigger models and clever prompts. The real shift is happening in context engineering—the art and science of shaping how AI systems…
